This paper is primarily focused on the robust control of an inverted pendulum system based on policy iteration in reinforcement learning. First. a mathematical model of the single inverted pendulum system is established through a force analysis of the pendulum and trolley. Second. https://www.southernrootwork.com/product-category/pipe/